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0.
Preparation
1.
Introduction
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Lecture
Lab
Lab answers
2.
Visualization
Basics of ggplot
Reading
Lecture
Lab
Lab answers
3.
Model accuracy and fit
Reading
Lecture
Lab
Lab answers
4.
Linear Regression ++
Reading
Lecture
Lab
Lab answers
Basics: Data Importing
Basics: dplyr
5.
Classification
Reading
Lecture
Lab
Lab answers
6.
Interactive Data Visualization
Reading
Lecture
Lab
Lab answers
Code shiny app lab 6
7.
Tree Based Methods
Reading
Lecture
Lab
Lab answers
8.
Text Mining
Reading
Lecture
Lab
Lab answers
9.
Network Analysis
Reading
Lecture
Lab
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Exam
Assignments
Group assignment - part 1
Final Group Assignment
Clear History
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Applied Data Science and Visualization
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Week 2 Visualization
> Lecture week 2 - Visualization
Lecture week 2 - Visualization
Lecture slides:
html presentation
pdf handout